Replicate 推出 SDXL 1.0 微調支援：只需一行程式碼即可訓練專屬圖像模型
Replicate Blog1,041 days agoNew ToolReplicate's official blog announced that the platform now officially supports fine-tuning for Stability AI's flagship open-source image generation model, SDXL…
在 Replicate 上微調 Llama 2 模型教學
Replicate Blog1,060 days agoTutorialThe well-known cloud AI hosting platform Replicate has announced official support for fine-tuning Meta's open-source large language model Llama 2. This service…
Llama 2 正式登場！已在 Hugging Face 開源上架並全面支援生態系★ 95
Hugging Face Blog1,062 days agoReleaseMeta and Microsoft jointly announced Llama 2, a new generation of open-source large language models. Compared to the original Llama, Llama 2 increases training…
Hugging Face 的開源文本生成與 LLM 生態系全景指南★ 85
Hugging Face Blog1,063 days agoReleaseThis official Hugging Face blog post systematically maps out the complete ecosystem it has built around open-source large language models (LLMs). As…
在 Intel CPU 上微調 Stable Diffusion 模型
Hugging Face Blog1,066 days agoTutorialIn the era of booming generative AI, fine-tuning large image generation models like Stable Diffusion has generally been considered the exclusive domain of…
在 Habana Gaudi2 上加速視覺語言模型：BridgeTower 實作指南
Hugging Face Blog1,081 days agoTutorialThis technical blog post from Hugging Face details how to accelerate the vision-language model (VLM) "BridgeTower" on Intel's Habana Gaudi2 deep learning…
微調 MMS Adapter 模型：為低資源語言打造專屬語音辨識 (ASR)★ 70
Hugging Face Blog1,091 days agoTutorialMeta's MMS (Massively Multilingual Speech) project, released in 2023, extends speech technology to over 1,000 languages, covering automatic speech recognition…
Falcon 系列開源模型正式登陸 Hugging Face 生態系統★ 75
Hugging Face Blog1,105 days agoReleaseThe Falcon series of large language models (including Falcon-40B and Falcon-7B), developed by Abu Dhabi's Technology Innovation Institute (TII), have…
Hugging Face 整合 bitsandbytes、4-bit 量化與 QLoRA，讓大型語言模型更親民★ 90
Hugging Face Blog1,117 days agoReleaseThis official Hugging Face blog post introduces a deep integration with the `bitsandbytes` library, formally adding 4-bit quantization support to…
使用 InstructPix2Pix 對 Stable Diffusion 進行指令微調 (Instruction-tuning)★ 70
Hugging Face Blog1,118 days agoTutorialThis Hugging Face blog post provides an in-depth exploration of how to use InstructPix2Pix technology to apply instruction tuning to Stable Diffusion, enabling…
使用 StarCoder 打造程式助手：StarChat Alpha 正式推出
Hugging Face Blog1,132 days agoReleaseHugging Face has announced the launch of StarChat Alpha, a conversational AI assistant designed specifically for programming. The model is based on StarCoder…
使用 TensorFlow 與 TPU 透過 🤗 Transformers 訓練語言模型★ 70
Hugging Face Blog1,144 days agoTutorialThis technical guide from Hugging Face provides a detailed walkthrough of how to efficiently train language models by combining TensorFlow, the Hugging Face…
Databricks 與 Hugging Face 深度合作：大型語言模型（LLM）訓練與微調速度提升高達 40%★ 70
Hugging Face Blog1,145 days agoBusinessThis case study introduces a deep technical collaboration between Databricks and Hugging Face, aimed at addressing the efficiency and cost challenges…
Snorkel AI 攜手 Hugging Face：為企業解鎖基礎模型的力量
Hugging Face Blog1,165 days agoBusinessWith the explosion of foundation models and large language models (LLMs), enterprises are eager to incorporate these powerful technologies into real-world…
StackLLaMA：使用 RLHF 微調 LLaMA 模型的實戰指南★ 80
Hugging Face Blog1,166 days agoTutorialThis classic blog post from Hugging Face provides an extremely valuable hands-on guide for the open-source community, detailing how to fine-tune the LLaMA…
使用 diffusers 訓練你自己的 ControlNet 模型★ 75
Hugging Face Blog1,178 days agoTutorialControlNet is a revolutionary technique that allows users to provide additional spatial conditioning — such as Canny edges, human pose skeletons, and depth…
如何使用 Alpaca-LoRA 微調出類似 ChatGPT 的專屬模型★ 72
Replicate Blog1,179 days agoTutorialAfter ChatGPT swept the globe in early 2023, the open-source community was desperately searching for self-controllable, low-cost alternatives. Meta's release…
如何微調 LLaMA 讓它像荷馬·辛普森一樣說話
Replicate Blog1,185 days agoTutorialThis technical blog post from Replicate details how fine-tuning technology can be used to make the open-source large language model LLaMA mimic the distinctive…
在自己的電腦上訓練與運行 Stanford Alpaca 模型
Replicate Blog1,186 days agoTutorialIn March 2023, Stanford University released the Alpaca model — a fine-tuned version of Meta's LLaMA-7B model trained on 52,000 instruction-following examples…
在 24GB 消費級 GPU 上使用 RLHF 微調 20B 大型語言模型★ 85
Hugging Face Blog1,193 days agoReleaseThis technical blog post from Hugging Face introduces how to combine TRL (Transformer Reinforcement Learning) and PEFT (Parameter-Efficient Fine-Tuning)…
Hugging Face 推出 PEFT 庫：用更低的硬體成本高效微調大型語言模型★ 85
Hugging Face Blog1,220 days agoNew ToolAs the parameter scale of large language models (LLMs) continues to grow, full fine-tuning has become prohibitively expensive and impractical. To lower the…
介紹 LoRA：更快速微調 Stable Diffusion 的新方法★ 75
Replicate Blog1,223 days agoNew ToolThe Replicate platform has officially launched support for LoRA (Low-Rank Adaptation) technology, bringing a major efficiency breakthrough to Stable Diffusion…
使用 LoRA 進行高效 Stable Diffusion 微調：Hugging Face 官方指南★ 85
Hugging Face Blog1,235 days agoTutorialThis classic blog post from Hugging Face provides a detailed guide on how to use LoRA (Low-Rank Adaptation) technology to efficiently fine-tune Stable…
Optimum + ONNX Runtime：讓 Hugging Face 模型訓練更簡單、更快速★ 75
Hugging Face Blog1,237 days agoReleaseAs the scale of deep learning models (such as Transformers) continues to grow, training these models demands enormous computational resources and time. To help…
訓練與推論速度大對決：Habana Gaudi®2 效能超越 Nvidia A100 80GB
Hugging Face Blog1,278 days agoCommentaryAs large language models (LLMs) and generative AI exploded in popularity, demand for computing power surged dramatically, leaving Nvidia GPUs (such as the…
使用深度學習進行蛋白質分析：Hugging Face 實戰指南★ 75
Hugging Face Blog1,290 days agoTutorial### The Rise of Protein Deep Learning Following the success of AlphaFold 2, artificial intelligence has achieved a revolutionary breakthrough in structural…
在 Replicate 上訓練與部署 DreamBooth 模型
Replicate Blog1,301 days agoNew ToolThe Replicate platform has announced the launch of a DreamBooth API, a service designed to solve the cumbersome workflow that developers face when training and…
使用 Diffusers 庫與 DreamBooth 技術微調 Stable Diffusion 完整指南★ 75
Hugging Face Blog1,315 days agoTutorialThis is a classic technical guide written by Hugging Face, detailing how to use their open-source diffusers library to fine-tune Stable Diffusion models via…
使用 🤗 Transformers 微調 Whisper 進行多語言語音辨識 (ASR)★ 80
Hugging Face Blog1,319 days agoTutorialOpenAI's Whisper is a powerful automatic speech recognition (ASR) model. While its zero-shot capabilities are impressive, there remains significant room for…
從 PyTorch DDP 到 Accelerate 再到 Trainer：輕鬆掌握分散式訓練★ 75
Hugging Face Blog1,332 days agoTutorialThis classic technical blog post from Hugging Face systematically guides developers in understanding and mastering distributed training techniques within the…